Regularizing Meta-Learning via Gradient Dropout. Contribute to hytseng0509/DropGrad development by creating an account on GitHub.

Voting is an ensemble machine learning algorithm. For regression, a voting ensemble involves making a prediction that is the average of multiple other regression models. In classification, a hard voting ensemble involves summing the votes for crisp class…

Neural Networks and their Applications (Slides and Videos for the Lectures by Florian Marquardt)

An introduction to PyTorch, what makes it so advantageous, and how PyTorch compares to TensorFlow and Scikit-Learn. Then we'll look at how to use PyTorch by building a linear regression model and using it to make predictions.

Random forest is an ensemble machine learning algorithm. It is perhaps the most popular and widely used machine learning algorithm given its good or excellent performance across a wide range of classification and regression predictive modeling problems. It…

Simplifying the process of building custom-trained computer vision models

Posted by Xingyou (Richard) Song, Software Engineer and Yuxiang Yang, AI Resident, Robotics at Google Rapid development of more accurate...

Degrees of freedom is an important concept from statistics and engineering.

It is often employed to summarize the number of values used in the calculation of a statistic, such as a sample statistic or in a statistical hypothesis test.

In machine learning…

We’re introducing Jukebox, a neural net that generates music, including rudimentary singing, as raw audio in a variety of genres and artist styles. We’re releasing the model weights and code, along with a tool to explore the generated samples.

The TensorFlow blog contains regular news from the TensorFlow team and the community, with articles on Python, TensorFlow.js, TF Lite, TFX, and more.

The Gradient Boosting Machine is a powerful ensemble machine learning algorithm that uses decision trees. Boosting is a general ensemble technique that involves sequentially adding models to the ensemble where subsequent models correct the performance of…

Posted by Keith Hall, Research Scientist, Natural Language Understanding, Google Research Update — 2021/05/20: We are expanding the Research Expl...